Landsat-7 ETM+和ASTER NDVI测量值的比较

Hanqiu Xu, Tiejun Zhang
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引用次数: 5

摘要

虽然Landsat和ASTER传感器的归一化植被指数(Normalised difference Vegetation Index, NDVI)数据经常用于中尺度植被观测,但它们之间的定量关系尚未得到研究。为了满足这一需求,本文研究了Landsat-7 ETM+与ASTER之间的NDVI测量关系。该研究考察了ASTER传感器植被观测对ETM+植被观测的复制程度,以及更重要的是,两种传感器在基于ndvi的植被观测中的差异。本比较研究采用了两种传感器的三个日期一致的图像对。将图像对的数字数转换为卫星反射率。对ETM+ NDVI与ASTER NDVI散点图进行回归分析,揭示两者的定量关系。通过回归得到了两个传感器之间NDVI数据转换的模型。结果表明,尽管两种传感器的NDVI数据之间存在很强的正线性关系,但两者之间存在差异。ASTER传感器的NDVI测量值通常低于ETM+。
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Comparison of Landsat-7 ETM+ and ASTER NDVI measurements
The quantitative relationship between the Normalised difference Vegetation Index (NDVI) data of Landsat and ASTER sensors has not yet been examined though they have been frequently used in medium-scale vegetation observations. To meet this need, this paper investigated the relationship of the NDVI measurements between Landsat-7 ETM+ and ASTER. The study examined how well ASTER sensor vegetation observations replicate ETM+ vegetation observations, and more importantly, the differences between the two sensors in the NDVI-based vegetation observations. Three date-coincident image pairs of the two sensors were used in this comparison study. The digital numbers of the image pairs were converted to at-satellite reflectance. The regression analysis of the scatterplots of ETM+ NDVI versus ASTER NDVI was carried out to reveal their quantitative relationship. The model for the conversion of NDVI data between the two sensors was also obtained by the regression. The results show that there are differences between the NDVI data of the two sensors despite a very strong positive linear relationship between them. The ASTER sensor generally produces lower NDVI measurements than ETM+.
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